Categorical Variables

What is Categorical Variables?

Categorical variables take values from a finite set of categories—color, country, product type—rather than a continuous numeric scale. Encoding choices (one-hot, target, embeddings) strongly affect model behavior.

Authority: scikit-learn categorical features.